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先修课程、其它学习要求
Pre-requisites or Other
Academic Requirements
高等数学 A(上)(MA101b)
Calculus A I(MA101b)
后续课程、其它学习规划
Courses for which this course
is a pre-requisite
本课程是工科各专业的先修课程。
It is a prerequisite for every major in Engineering.
其它要求修读本课程的学系
Cross-listing Dept.
本课程的对象是将来选择物理、计算机、电子工程等对数学要求较高的专业的学生。本课程强调多变量微积分的基本概
念、性质以及计算微分和积分的基本技巧,培养学生们使用微积分的思想去解决其它科学领域的能力。本课程主要包括:
数列和函数的级数、向量函数的微分、偏微分、向量场的概念,以及在欧式空间上或者在曲线和曲面上的多重积分。
In this course, we emphasize intuitive and conceptual understanding of theory of multi-variable Calculus,
computation skills, and nurture the mentality and the ability to use Calculus to solve problems in other
scientific disciplines. The course will cover series, calculus of vector functions, partial derivatives, vector
fields, and multiple integrals on regions in Euclidean space and on curves and surfaces.
通过高等数学课程的学习,使学生掌握高等数学的基本概念、基本理论和基本运算技能,为学生进一步学习以后的各门专
业基础课、各科专业课奠定必要的数学基础。
By learning Calculus II A, make students know the basic concepts and theorems, and obtain the basic calculation skill. It
will lay the necessary mathematical foundation for further study of every fundamental course and major course in future.
课程内容及教学日历 (如授课语言以英文为主,则课程内容介绍可以用英文;如团队教学或模块教学,教学日历须注明
主讲人)
Course Contents (in Parts/Chapters/Sections/Weeks. Please notify name of instructor for course section(s), if
this is a team teaching or module course.)
第十章 无穷序列和无穷级数(12 小时)
第十一章 参数方程和极坐标(5 小时)
第十二章 向量和空间几何(4 小时)
第十三章 向量函数和空间曲线(4 小时)
第十四章 偏导数(11 小时)
第十五章 多元积分(11 小时)
第十六章 在向量场上的积分 (13 小时)
Chapter 10 Infinite Sequences and Series: (12 hours)
Chapter 11 Parametric Equations and Polar Coordinates: (5 hours)
Chapter 12 Vectors and the Geometry of Space: (4 hours)
Chapter 13 Vector-Valued Functions and Motion in Space: (4 hours)
Chapter 14 Partial Derivatives: (11 hours)
Chapter 15 Multiple Integrals: (11 hours)
Chapter 16 Integration in Vector Fields: (13 hours)
教材及其它参考资料 Textbook and Supplementary Readings